Publications (Google Scholar Profile)
International Journals
Latency-Aware Strategies for Deploying Data Stream Processing Applications on Large Cloud-Edge Infrastructure
da Silva Veith, Alexandre; Dias de Assunção, Marcos; Lefèvre, Laurent. IEEE Transactions on Cloud Computing. IEEE TCC 2021.
Boosting Big Data Streaming Applications in Clouds with BurstFlow
De Souza Junior, Paulo R. R.; Matteussi, Kassiano J.; da Silva Veith, Alexandre; Zanchetta, Breno F.; R. Q. Leithardt, Valderi; Lozano M., Álvaro; P. de Freitas, Edison; dos Anjos, Julio C. S.; R. Geyer, Claudio F. IEEE Access 2020.
Distributed data stream processing and edge computing: A survey on resource elasticity and future directions
Dias de Assunção, Marcos; da Silva Veith, Alexandre; Buyya, Rajkumar. Journal of Network and Computer Applications. JNCA 2018.
International Conferences
PathFS: A File System for the Hierarchical Edge
Dantas de Lima Melo, Vinicius; Thiessen , Myles; Panas, Aleksey; da Silva Veith, Alexandre; Yano, Keijiro; Balmau, Oana; de Lara, Eyal. Proceedings of the 7th International Workshop on Edge Systems, Analytics and Networking. EdgeSys ‘24.
PORTEND: A Joint Performance Model for Partitioned Early-Exiting DNNs
Ebrahimi, Maryam; da Silva Veith, Alexandre; Gabel, Moshe; de Lara, Eyal. Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems. ICPADS 2023.
Shepherd: Seamless Stream Processing on the Edge
Ramprasad, Brian; Mishra, Pritish; Thiessen, Myles; Chen, Hongkai; da Silva Veith, Alexandre; Gable, Moshe; Balmau, Oana; Chow, Abelard; de Lara, Eyal. The Seventh ACM/IEEE Symposium on Edge Computing. SEC ‘22.
Combining DNN Partitioning and Early Exit
Ebrahimi, Maryam; da Silva Veith, Alexandre; Gabel, Moshe; de Lara, Eyal. Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking. EdgeSys ‘22.
Sustainable Computing on the Edge: A System Dynamics Perspective
Ramprasad, Brian; da Silva Veith, Alexandre; Gable, Moshe; de Lara, Eyal. The 22nd International Workshop on Mobile Computing Systems and Applications. HotMobile ‘21.
Scalable Joint Optimization of Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Infrastructure
de Souza, Felipe Rodrigo; da Silva Veith, Alexandre; de Assunção, Marcos Dias; Caron, Eddy. 18th International Conference on Service-Oriented Computing. ICSOC 2020.
An Optimal Model for Optimizing the Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Computing
de Souza, Felipe Rodrigo; de Assunção, Marcos Dias; Caron, Eddy; da Silva Veith, Alexandre. International Symposium on Computer Architecture and High Performance Computing. SBAC-PAD 2020.
Monte-Carlo Tree Search and Reinforcement Learning for Reconfiguring Data Stream Processing on Edge Computing
da Silva Veith, Alexandre; Dias de Assunção, Marcos; Lefèvre, Laurent. International Symposium on Computer Architecture and High Performance Computing. SBAC-PAD 2019.
Multi-Objective Reinforcement Learning for Reconfiguring Data Stream Analytics on Edge Computing
da Silva Veith, Alexandre; de Souza, Felipe Rodrigo; Dias de Assunção, Marcos; Lefèvre, Laurent; Santos dos Anjos, Julio Cesar. 48th International Conference on Parallel Processing. ICPP 2019.
Distributed Operator Placement for IoT Data Analytics Across Edge and Cloud Resources
Gibert Renart, Eduard*; da Silva Veith, Alexandre*; Balouek-Thomert, Daniel; Dias de Assunção, Marcos; Lefèvre, Laurent; Parashar, Manish. 19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing. CCGrid 2019.
Latency-Aware Placement of Data Stream Analytics on Edge Computing
da Silva Veith, Alexandre; Dias de Assunção, Marcos; Lefèvre, Laurent. 16th International Conference on Service-Oriented Computing. ICSOC 2018.
Enabling Strategies for Big Data Analytics in Hybrid Infrastructures
C. S. Anjos, Julio; Matteussi, Kassiano; R. R. De Souza Jr, Paulo; da Silva Veith, Alexandre; Fedak, Gilles; Luis Victoria Barbosa, Jorge and R. Geyer, Claudio. The 2018 International Conference on High Performance Computing & Simulation. HPCS 2018.
Aten: A Dispatcher for Big Data Applications in Heterogeneous Systems
R. R. De Souza Jr, Paulo; Matteussi, Kassiano; C. S. Anjos, Julio; D. D. dos Santos, Jobe and R. Geyer, Claudio; da Silva Veith, Alexandre. The 2018 International Conference on High Performance Computing & Simulation. HPCS 2018.
Strategies for big data analytics through lambda architectures in volatile environments
da Silva Veith, Alexandre; dos Anjos, J. C.; de Freitas Pignaton, Edison; Lampoltshammer, Thomas J.; Geyer, Claudio. 4th International Federation of Automatic Control Symposium on Telematics Applications. IFAC-TA 2016.
Rescheduling and checkpointing as strategies to run synchronous parallel programs on P2P desktop grids
da Rosa Righi, Rodrigo; da Silva Veith, Alexandre; Rodrigues, Vinicius Facco; Rostirolla, Gustavo; da Costa, Cristiano André; Farias, Kleinner; Alberti, Antonio Marcos. Proceedings of the 30th Annual ACM Symposium on Applied Computing. SAC 2015.
BSPonP2P: Towards Running Bulk-Synchronous Parallel Applications on P2P Desktop Grids
da Rosa Righi, Rodrigo; da Silva Veith, Alexandre; Rodrigues, Vinicius Facco; Rostirolla, Gustavo. International Conference on Parallel and Distributed Processing Techniques and Applications. PDPTA 2015.
Patents
BSPonP2P: Collaborative Computing of BSP Applications in P2P Grids
da Silva Veith, Alexandre; da Costa, Cristiano André; da Rosa Righi, Rodrigo. National Institute of Industrial Property (The Brazilian Patent and Trademark Office). INPI 2015.
Book
Collaborative computing of parallel applications in P2P environments
da Silva Veith, Alexandre; Righi, Rodrigo. R. Novas Edições Acadêmicas. NEA 2015.
Book Chapter
Apache Spark
da Silva Veith, Alexandre; Dias de Assunção, Marcos. Encyclopedia of Big Data Technologies. 2018.
Posters
Pain-o-vision, effortless pain management
Ramprasad, Brian; Chen, Hongkai; da Silva Veith, Alexandre; Truong, Khai; de Lara, Eyal. Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services. MobiSys ‘21.
Latency-Aware Strategies for Placing Data Stream Analytics onto Edge Computing
da Silva Veith, Alexandre; Dias de Assuncao, Marcos; Lefevre, Laurent. USENIX Workshop on Hot Topics in Edge Computing. HotEdge 2018.
National Conference
Assessing the Impact of Network Bandwidth and Operator Placement on Data Stream Processing for Edge Computing Environments.
da Silva Veith, Alexandre; Dias de Assunção, Marcos; Lefèvre, Laurent. Conférence d’informatique en Parallélisme, Architecture et Système. COMPAS 2017.
BSPonP2P: Model for Collaborative Computing at BSP Applications in P2P Desktop Grid
da Silva Veith, Alexandre; Righi, Rodrigo. R. Escola Regional de Alto Desempenho. ERAD 2014.
[* denotes equal contribution]